






from ...configuration_utils import PretrainedConfig
from ...utils import logging


UpperCamelCase        =				logging.get_logger(__name__)

UpperCamelCase        =				{
    "sayakpaul/vit-msn-base": "https://huggingface.co/sayakpaul/vit-msn-base/resolve/main/config.json",
    # See all ViT MSN models at https://huggingface.co/models?filter=vit_msn
}

class        lowerCAmelCase_				(      lowercase	):







				"""simple docstring"""




				_snake_case				:   Optional[Any]        =			"""vit_msn"""







				def __init__( self     :Union[str, Any]  ,     lowerCamelCase__     :Optional[int]=7_68  ,     lowerCamelCase__     :List[str]=12  ,     lowerCamelCase__     :Optional[Any]=12  ,     lowerCamelCase__     :Tuple=30_72  ,     lowerCamelCase__     :Optional[Any]="gelu"  ,     lowerCamelCase__     :Any=0.0  ,     lowerCamelCase__     :List[str]=0.0  ,     lowerCamelCase__     :str=0.02  ,     lowerCamelCase__     :str=1e-06  ,     lowerCamelCase__     :Tuple=2_24  ,     lowerCamelCase__     :Any=16  ,     lowerCamelCase__     :int=3  ,     lowerCamelCase__     :List[str]=True  ,     **lowerCamelCase__     :Union[str, Any]  ,     ):
					super().__init__(**lowerCamelCase__     )

					UpperCamelCase__ :str						=      hidden_size
					UpperCamelCase__ :Optional[int]						=      num_hidden_layers
					UpperCamelCase__ :List[str]						=      num_attention_heads
					UpperCamelCase__ :str						=      intermediate_size
					UpperCamelCase__ :Optional[int]						=      hidden_act
					UpperCamelCase__ :Any						=      hidden_dropout_prob
					UpperCamelCase__ :str						=      attention_probs_dropout_prob
					UpperCamelCase__ :Optional[Any]						=      initializer_range
					UpperCamelCase__ :List[Any]						=      layer_norm_eps
					UpperCamelCase__ :Any						=      image_size
					UpperCamelCase__ :Tuple						=      patch_size
					UpperCamelCase__ :Union[str, Any]						=      num_channels
					UpperCamelCase__ :Tuple						=      qkv_bias

"""simple docstring"""


import os
import zipfile

import requests
from get_ci_error_statistics import download_artifact, get_artifacts_links



def 						lowerCamelCase__      (				UpperCAmelCase_		,   UpperCAmelCase_=7					)->				Optional[Any]:







       """simple docstring"""
       UpperCamelCase       			=		None
       if token is not None:
              UpperCamelCase       			=		{"Accept": "application/vnd.github+json", "Authorization": F"Bearer {token}"}

       # The id of a workflow (not of a workflow run)
       UpperCamelCase       			=		"636036"

       UpperCamelCase       			=		F"https://api.github.com/repos/huggingface/transformers/actions/workflows/{workflow_id}/runs"
       # On `main` branch + event being `schedule` + not returning PRs + only `num_runs` results
       url += F"?branch=main&event=schedule&exclude_pull_requests=true&per_page={num_runs}"

       UpperCamelCase       			=		requests.get(UpperCAmelCase_		,   headers=UpperCAmelCase_					).json()

       return result["workflow_runs"]



def 						lowerCamelCase__      (				UpperCAmelCase_					)->				Any:







       """simple docstring"""
       UpperCamelCase       			=		get_daily_ci_runs(UpperCAmelCase_					)
       UpperCamelCase       			=		None
       for workflow_run in workflow_runs:
              if workflow_run["status"] == "completed":
                     UpperCamelCase       			=		workflow_run["id"]
                     break

       return workflow_run_id



def 						lowerCamelCase__      (				UpperCAmelCase_		,   UpperCAmelCase_		,   UpperCAmelCase_					)->				int:







       """simple docstring"""
       UpperCamelCase       			=		get_last_daily_ci_runs(UpperCAmelCase_					)
       if workflow_run_id is not None:
              UpperCamelCase       			=		get_artifacts_links(worflow_run_id=UpperCAmelCase_		,   token=UpperCAmelCase_					)
              for artifact_name in artifact_names:
                     if artifact_name in artifacts_links:
                            UpperCamelCase       			=		artifacts_links[artifact_name]
                            download_artifact(
                                artifact_name=UpperCAmelCase_		,   artifact_url=UpperCAmelCase_		,   output_dir=UpperCAmelCase_		,   token=UpperCAmelCase_					)



def 						lowerCamelCase__      (				UpperCAmelCase_		,   UpperCAmelCase_		,   UpperCAmelCase_					)->				Optional[int]:







       """simple docstring"""
       get_last_daily_ci_artifacts(UpperCAmelCase_		,   UpperCAmelCase_		,   UpperCAmelCase_					)

       UpperCamelCase       			=		{}
       for artifact_name in artifact_names:
              UpperCamelCase       			=		os.path.join(UpperCAmelCase_		,   F"{artifact_name}.zip"					)
              if os.path.isfile(UpperCAmelCase_					):
                     UpperCamelCase       			=		{}
                     with zipfile.ZipFile(UpperCAmelCase_					) as z:
                            for filename in z.namelist():
                                   if not os.path.isdir(UpperCAmelCase_					):
                                          # read the file
                                          with z.open(UpperCAmelCase_					) as f:
                                                 UpperCamelCase       			=		f.read().decode("UTF-8"					)

       return results





